COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-12-11T17:00:00

 

What's in the original dataframe?

Out[9]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note', 'ingressi_terapia_intensiva', 'note_test', 'note_casi']

Out[10]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note ingressi_terapia_intensiva note_test note_casi
6127 2020-12-11T17:00:00 ITA 19 Sicilia 38.115697 13.362357 1280 197 1477 34933 ... 1923 NaN NaN 76366 1066271 717462.0 NaN 15.0 NaN NaN
6128 2020-12-11T17:00:00 ITA 9 Toscana 43.769231 11.255889 1268 241 1509 19315 ... 3082 NaN NaN 111097 1693046 997485.0 NaN 13.0 Positivi diagnosticati solo con test antigenic... NaN
6129 2020-12-11T17:00:00 ITA 10 Umbria 43.106758 12.388247 314 54 368 4721 ... 507 NaN NaN 25834 450723 235294.0 NaN 7.0 NaN NaN
6130 2020-12-11T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 88 9 97 619 ... 347 NaN NaN 6812 57448 35099.0 NaN 0.0 NaN NaN
6131 2020-12-11T17:00:00 ITA 5 Veneto 45.434905 12.338452 2566 349 2915 82178 ... 4659 NaN NaN 181451 2957445 1112770.0 Nei valori riportati per le terapie intensive ... 51.0 NaN NaN

5 rows × 24 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[11]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives ... Diagnostico Screening TotalCases NoOfTests casi_testati note ingr_ter_intens note_test note_casi Pop
Date
2020-12-07 2020-12-07 Veneto 45.434905 12.338452 2529 317 2846 75455 78301 1497 ... NaN NaN 167799 2894641 1094274.0 Nei valori riportati per le terapie intensive ... 28.0 NaN NaN 4905854
2020-12-08 2020-12-08 Veneto 45.434905 12.338452 2529 319 2848 76900 79748 1447 ... NaN NaN 170944 2910230 1098632.0 NaN 35.0 NaN NaN 4905854
2020-12-09 2020-12-09 Veneto 45.434905 12.338452 2551 319 2870 78148 81018 1270 ... NaN NaN 173371 2921028 1101887.0 NaN 14.0 NaN NaN 4905854
2020-12-10 2020-12-10 Veneto 45.434905 12.338452 2606 330 2936 80201 83137 2119 ... NaN NaN 177568 2941145 1108040.0 Nei valori riportati per le terapie intensive ... 42.0 NaN NaN 4905854
2020-12-11 2020-12-11 Veneto 45.434905 12.338452 2566 349 2915 82178 85093 1956 ... NaN NaN 181451 2957445 1112770.0 Nei valori riportati per le terapie intensive ... 51.0 NaN NaN 4905854

5 rows × 23 columns

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together